Florence d'Alché-Buc

Télécom Paris

Names

Florence d'Alché-Buc (Preferred)
,
Florence d'Alché
,
Florence D'Alché

Emails

****@telecom-paristech.fr
,
****@telecom-paris.fr

Education & Career History

Full Professor
Télécom Paris (telecom-paris.fr)
2014Present
 
Full Professor
Télécom ParisTech, Institut Polytechnique de paris (telecom-paristech.fr)
2014Present
 
Full Professor
Université d'Evry (univ-evry.fr)
20042014
 
Assistant Professor
Université Pierre et Marie Curie (upmc.fr)
19952004
 
Research scientist
Philis Research Lab (philips.fr)
19931995
 
PhD student
Université Paris-Sud (upsud.fr)
19901993
 
MS student
Télécom ParisTech (telecom-paristech.fr)
19881990
 
MS student
Université de Caen - Basse normandie (unicaen.fr)
19851988
 

Advisors, Relations & Conflicts

Coworker
Present
 
Coauthor
2020Present
 
Social
2016Present
 
Social
2014Present
 
PhD Advisee
Dimitri Bouche
20192023
 
PhD Advisee
Luc Brogat-Motte
20192023
 
PhD Advisee
Jayneel Parekh
20192023
 
PhD Advisee
20182021
 

Expertise

structured output prediction
Present
 
time-serie modeling
Present
 
biological network inference
Present
 
large scale kernel methods
Present
 
semi-supervised learning
Present
 
trees and tree-based methods, ensemble methods
Present
 
deep kernel architectures
2019Present
 
functional regression
2019Present
 
few shot learning
2018Present
 
conditional quantile regression
2018Present
 
representation learning
2018Present
 
kernel approximation
2016Present
 
multitask learning
2013Present
 
kernel learning
2012Present
 
operator-valued kernels
2011Present
 
structured prediction
2006Present
 
computational biololgy
2003Present
 
Ordinary Differential Equation estimation
2003Present
 
dynamical biological system
2002Present
 
kernel methods
2001Present
 
ensemble methods
2001Present